Author

Elizabeth J. Connors

Woods Hole Oceanographic InstitutionORCID 0000-0002-4992-4218Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 1

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Research Focus:chromatin & epigenetic regulation· 1 Research Focus:clustering· 1 Research Focus:ecology & biodiversity· 1 Approach:machine learning (classical)· 1 Assay:metagenomics· 1

Frequent Co-Authors

Emelia J. ChamberlainiD· 1 shared Heather H Kim· 1 shared Jeff S. BowmaniD· 1 shared Jessie M. CreameaniD· 1 shared Theodore Calianos· 1 shared Thomas MöckiD· 1 shared William BoultoniD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperEcology

Emelia J. ChamberlainORCID

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1 paper

Recent·Most cited

EcologybioRxivPreprintOct 30, 2025

From microbial diversity to function; evaluating dimensionality reduction methods

Emelia J. Chamberlain, William Boulton, Elizabeth J. Connors…·Heather H Kim

The paper evaluates dimensionality reduction methods for microbial oceanography data, finding that Self Organizing Maps (SOM) better identify functionally distinct microbial ecotypes than Principal Coordinate Analysis (PCoA).

DOI 10.1101/2025.10.30.685628

metagenomicsmachine learning (classical)

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